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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPIL4 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
14.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
34.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 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.
PPIL4 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
23.7
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
45.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
38.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
35.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
28.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
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.
PPIL4 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
15.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
33.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 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.
PPIL4 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
22.8
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
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Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
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Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
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Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
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Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.9
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
