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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.
SCFD2 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
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 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.
SCFD2 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
SCFD2 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
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.2
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.
SCFD2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.2
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
