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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.
SCAF8 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
12.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
20.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
SCAF8 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
28.4
Number of samples
486
Samples
Sample
Description
TPM
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
43.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
42.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
38.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
37.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
36.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
36.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
33.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
31.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
SCAF8 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCAF8 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
27.8
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
34.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
33.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
33.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
32.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
31.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
31.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
27.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
