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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.
RAMP2 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
112.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
86.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
76.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
55.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
47.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
46.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
44.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
43.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
43.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
37.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
29.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAMP2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
51.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
47.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
29.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
5.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
2.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.1
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.
RAMP2 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
16.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
52.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
39.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
33.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
19.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 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.
RAMP2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
55.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
43.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
3.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
3.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.4
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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.
The Human Protein Atlas project is funded
