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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.
FADS3 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
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
79.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
33.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 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.
FADS3 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
54.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
49.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
6.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
6.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
6.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
5.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
5.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
5.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
5.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
4.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
4.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
4.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
4.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
3.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
3.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
3.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
3.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
3.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
3.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
3.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
2.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
2.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
2.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
2.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
2.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
2.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
2.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
1.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
1.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
1.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FADS3 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
9.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
41.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
FADS3 is potential prognostic, high expression is favorable 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
10.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
5.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
4.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
4.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
3.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
2.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
2.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
2.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
2.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
2.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
2.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
1.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
1.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.9
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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
