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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.
PELP1 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
23.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
60.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
48.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
48.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
48.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
45.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
43.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
41.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
39.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
38.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
38.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
37.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
37.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
36.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
36.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
36.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
36.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
34.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
32.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
32.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
30.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
28.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
26.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
24.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
PELP1 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
39.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
35.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
34.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
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.
PELP1 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
22.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
59.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
44.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
43.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
41.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
38.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
35.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
32.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
26.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
PELP1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
59.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
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Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
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Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
