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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.
RAB15 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
33.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
114.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
98.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
89.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
88.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
82.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
82.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
75.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
75.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
74.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
74.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
72.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
72.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
72.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
68.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
68.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
67.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
67.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
67.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
66.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
65.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
65.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
64.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
64.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
63.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
61.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
61.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
60.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
59.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
58.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
58.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
58.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
58.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
57.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
56.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
56.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
55.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
55.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
55.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
54.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
53.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
53.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
52.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
51.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
51.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
51.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
48.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
47.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
46.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
46.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
46.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
46.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
45.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
44.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
43.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
42.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
42.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
42.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
41.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
41.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
41.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
40.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
40.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
39.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
37.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
35.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
34.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
34.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
32.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
32.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
31.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
28.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
26.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
RAB15 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
32.7
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
165.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
138.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
129.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
119.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
103.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
98.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
95.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
89.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
88.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
83.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
80.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
79.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
78.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
78.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
78.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
77.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
77.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
75.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
74.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
73.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
73.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
73.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
70.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
70.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
68.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
67.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
66.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
66.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
65.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
65.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
65.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
64.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
63.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
63.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
62.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
61.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
60.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
60.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
59.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
59.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
58.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
58.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
57.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
57.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
57.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
56.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
56.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
56.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
56.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
56.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
55.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
54.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
54.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
54.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
54.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
53.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
53.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
52.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
51.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
51.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
51.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
51.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
50.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
50.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
50.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
49.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
49.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
49.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
49.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
49.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
48.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
48.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
48.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
48.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
48.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
47.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
47.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
46.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
46.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
46.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
46.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
46.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
45.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
45.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
45.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
45.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
45.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
44.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
44.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
44.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
44.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
44.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
43.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
43.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
42.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
42.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
41.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
41.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
40.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
40.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
39.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
39.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
39.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
37.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
34.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
32.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
31.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
31.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
27.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
RAB15 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
31.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
103.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
79.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
67.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
66.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
62.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
59.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
54.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
52.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
50.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
49.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
47.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
46.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
45.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
44.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
42.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
41.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
33.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
29.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
24.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB15 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
29.7
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
106.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
96.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
91.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
87.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
85.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
84.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
71.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
70.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
65.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
64.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
59.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
57.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
54.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
53.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
51.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
49.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
48.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
48.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
46.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
46.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
45.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
45.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
44.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
44.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
44.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
44.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
44.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
43.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
43.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
42.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
42.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
40.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
38.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
38.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
38.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
33.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
33.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
