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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.
PELI1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
PELI1 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
24.4
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
64.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
50.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
48.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
48.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
43.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
41.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
41.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
40.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
39.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
35.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
29.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
PELI1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.9
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.
PELI1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.0
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
45.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
35.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
