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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.
FCHSD2 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
44.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
FCHSD2 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
23.7
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
59.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
49.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
45.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
41.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FCHSD2 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
7.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
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
6.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FCHSD2 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
22.5
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
51.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
42.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
34.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
33.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b3696374-c6c0-49dd-833e-596e26_D2
Normal
1.4
1c070992-647b-4173-a481-904c4d_D2
Normal
1.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.7
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.9
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-2.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
