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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.
YIPF1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 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.
YIPF1 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
11.1
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
6.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
3.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
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.
YIPF1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
YIPF1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
4.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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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
