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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.
PNPLA8 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
12.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
PNPLA8 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
16.3
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
48.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
34.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PNPLA8 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
12.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
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.
PNPLA8 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
14.2
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.8
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-1.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
