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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.
RAB9A is potential prognostic, high expression is favorable 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
23.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
46.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
45.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
45.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
43.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
41.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
41.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
39.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
35.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
35.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
33.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
30.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
30.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
RAB9A 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
25.3
Number of samples
486
Samples
Sample
Description
TPM
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
72.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
62.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
50.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
48.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
47.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
46.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
45.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
45.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
44.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
44.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
44.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
41.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
41.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
36.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
36.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
29.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.0
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.
RAB9A 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
24.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
75.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
50.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
34.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
29.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB9A 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
24.0
Number of samples
207
Samples
Sample
Description
TPM
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
43.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
43.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
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Normal
0.1
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Normal
0.1
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Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
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Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Normal
0.0
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Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
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Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
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Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
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Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
