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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.
YIPF4 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
6.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
YIPF4 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
10.0
Number of samples
486
Samples
Sample
Description
TPM
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
7.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
5.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.9
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.
YIPF4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
YIPF4 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
9.4
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
7.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
6.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
6.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
5.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
4.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
1.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.9
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
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Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.7
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
