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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.
SCFD1 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
20.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
45.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
31.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
29.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
28.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
27.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCFD1 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
62.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
4.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
4.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
4.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
4.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
3.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
3.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
3.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
3.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
2.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
2.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
2.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
1.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SCFD1 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
20.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
43.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
36.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
31.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
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.
SCFD1 is potential prognostic, high expression is unfavorable 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
4.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
3.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
3.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
3.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
2.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
2.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
2.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
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Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
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Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
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Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
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Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
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
