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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.
DEPP1 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
22.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
173.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
127.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
123.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
108.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
93.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
88.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
87.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
87.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
80.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
66.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
66.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
65.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
64.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
64.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
63.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
61.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
58.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
57.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
57.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
56.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
55.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
54.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
53.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
52.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
52.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
50.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
50.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
49.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
48.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
42.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
41.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
41.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
40.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
38.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
37.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
37.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
37.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
35.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
34.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
30.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
30.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
24.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 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.
DEPP1 is potential prognostic, high expression is unfavorable 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
33.2
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
161.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
158.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
154.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
151.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
145.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
129.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
128.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
120.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
116.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
108.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
105.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
102.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
102.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
100.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
99.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
99.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
95.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
94.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
94.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
92.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
92.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
91.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
90.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
85.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
84.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
82.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
81.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
81.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
81.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
78.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
78.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
78.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
77.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
77.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
77.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
75.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
75.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
75.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
71.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
69.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
69.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
69.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
67.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
66.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
66.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
63.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
63.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
62.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
62.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
62.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
61.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
61.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
61.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
60.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
59.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
59.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
57.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
57.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
56.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
56.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
56.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
56.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
56.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
55.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
55.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
54.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
54.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
54.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
54.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
53.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
53.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
53.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
52.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
51.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
51.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
51.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
51.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
51.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
50.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
50.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
50.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
49.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
49.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
48.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
48.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
46.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
46.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
45.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
44.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
44.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
44.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
44.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
44.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
44.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
44.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
44.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
43.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
43.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
43.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
43.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
42.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
42.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
42.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
41.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
41.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
40.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
40.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
38.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
36.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
35.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
35.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
34.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
26.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
DEPP1 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
19.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
116.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
99.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
83.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
71.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
58.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
48.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
45.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
41.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
DEPP1 is potential prognostic, high expression is favorable 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
30.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
381.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
238.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
209.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
128.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
118.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
118.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
111.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
95.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
91.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
89.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
86.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
83.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
83.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
81.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
76.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
74.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
74.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
73.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
72.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
72.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
63.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
57.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
54.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
52.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
50.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
50.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
47.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
43.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
43.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
42.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
40.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
35.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.1
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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
