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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.
RAB5A 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
27.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
52.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
44.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
42.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
41.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
41.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
38.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
36.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
35.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
35.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
33.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
33.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
32.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
31.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
30.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
30.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
30.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
29.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
29.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
28.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
28.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
25.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
RAB5A 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
32.9
Number of samples
486
Samples
Sample
Description
TPM
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
61.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
56.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
55.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
54.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
54.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
53.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
52.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
51.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
50.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
50.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
50.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
49.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
47.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
47.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
46.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
46.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
45.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
45.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
45.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
45.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
44.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
44.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
44.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
44.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
44.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
44.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
44.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
44.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
44.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
44.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
43.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
42.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
42.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
42.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
41.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
41.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
41.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
40.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
39.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
39.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
39.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
39.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
39.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
38.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
38.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
38.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
38.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
37.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
37.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
37.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
36.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
36.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
36.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
34.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
32.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
29.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB5A 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
29.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
63.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
47.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
46.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
44.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
44.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
43.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
43.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
42.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
40.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
33.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.8
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.
RAB5A 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
33.3
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
61.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
61.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
56.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
52.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
51.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
49.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
48.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
48.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
47.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
47.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
46.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
45.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
44.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
44.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
42.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
42.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
40.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
40.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
38.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
36.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
33.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
32.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
22.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
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Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
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.