We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
YIPF6 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
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 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.
YIPF6 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
17.7
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
45.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
41.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.3
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.
YIPF6 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
14.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YIPF6 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.8
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
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
