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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.
YPEL3 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
25.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
93.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
91.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
75.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
69.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
65.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
65.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
64.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
64.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
64.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
63.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
63.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
62.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
62.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
61.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
60.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
59.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
58.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
58.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
56.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
54.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
53.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
52.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
50.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
49.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
48.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
47.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
47.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
46.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
45.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
44.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
44.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
43.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
42.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
42.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
42.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
41.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
40.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
40.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
38.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
37.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
37.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
36.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
35.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
35.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
30.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
28.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YPEL3 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
31.6
Number of samples
486
Samples
Sample
Description
TPM
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
98.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
94.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
92.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
87.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
86.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
82.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
77.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
74.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
73.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
73.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
72.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
72.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
69.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
67.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
67.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
65.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
64.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
63.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
63.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
63.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
62.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
62.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
62.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
62.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
60.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
58.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
58.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
58.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
57.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
57.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
56.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
55.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
55.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
54.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
54.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
54.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
52.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
52.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
51.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
51.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
50.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
50.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
49.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
49.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
49.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
49.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
49.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
48.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
48.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
48.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
47.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
47.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
46.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
46.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
46.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
46.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
45.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
45.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
45.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
45.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
45.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
44.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
44.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
44.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
43.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
43.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
43.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
43.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
43.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
42.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
42.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
41.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
41.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
41.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
40.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
39.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
39.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
39.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
37.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
30.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
30.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.6
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.
YPEL3 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
27.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
78.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
71.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
69.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
57.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
57.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
55.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
54.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
52.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
47.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
46.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
40.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
39.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
39.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
35.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
31.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
30.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
24.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
YPEL3 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
32.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
90.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
89.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
68.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
67.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
66.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
65.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
65.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
64.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
64.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
63.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
60.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
59.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
57.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
55.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
54.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
54.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
54.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
54.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
53.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
52.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
52.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
49.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
48.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
48.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
47.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
47.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
47.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
45.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
45.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
45.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
44.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
44.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
44.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
44.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
43.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
43.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
42.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
42.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
41.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
41.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
39.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
36.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
35.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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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
