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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.
SCO1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
70.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
SCO1 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
17.3
Number of samples
486
Samples
Sample
Description
TPM
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SCO1 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
14.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
30.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCO1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.3
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
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Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
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Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
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Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
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Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
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Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
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.