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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.
RNPEPL1 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
37.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
84.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
82.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
79.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
79.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
76.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
74.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
73.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
72.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
72.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
69.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
69.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
68.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
67.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
66.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
62.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
62.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
60.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
60.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
60.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
59.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
59.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
57.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
56.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
56.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
56.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
56.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
55.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
55.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
55.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
54.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
54.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
53.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
53.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
53.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
53.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
52.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
52.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
52.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
51.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
51.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
51.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
51.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
51.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
51.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
50.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
50.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
50.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
48.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
48.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
48.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
48.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
48.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
48.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
48.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
47.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
47.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
47.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
47.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
47.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
46.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
46.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
46.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
46.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
46.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
45.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
44.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
44.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
44.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
43.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
43.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
43.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
43.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
42.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
42.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
41.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
40.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
39.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
39.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
38.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
38.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
38.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
38.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
38.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
36.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
36.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
35.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
35.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
35.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
33.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
33.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
32.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
32.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
32.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
31.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
30.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
29.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
27.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
27.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
24.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
RNPEPL1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.7
Number of samples
486
Samples
Sample
Description
TPM
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
61.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
55.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
54.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
44.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
42.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
39.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
34.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
34.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
32.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
29.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
29.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
25.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
RNPEPL1 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
36.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
109.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
101.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
93.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
64.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
64.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
61.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
60.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
58.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
56.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
54.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
53.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
53.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
52.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
48.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
46.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
44.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
44.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
44.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
43.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
43.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
42.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
42.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
41.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
38.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
33.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
31.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
24.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
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.
RNPEPL1 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
20.7
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
37.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
34.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
