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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.
FEM1B 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
9.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
64.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FEM1B 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
32.0
Number of samples
486
Samples
Sample
Description
TPM
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
64.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
63.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
60.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
58.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
54.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
53.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
53.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
52.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
50.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
49.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
48.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
47.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
44.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
44.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
43.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
42.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
42.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
42.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
41.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
40.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
40.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
40.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
38.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
38.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
38.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
36.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
35.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
35.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
34.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
34.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
34.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
34.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
29.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
28.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
27.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
FEM1B 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
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FEM1B 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
30.2
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
48.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
48.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
46.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
46.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
45.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
42.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
35.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
34.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
32.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
32.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_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
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_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
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
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
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
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
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_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
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
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
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_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
