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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.
RAB4B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
62.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
44.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
42.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
38.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
38.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
34.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
33.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
33.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
32.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
31.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
29.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
26.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
26.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
21.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB4B 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RAB4B 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
22.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
158.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
38.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
27.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
RAB4B 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
13.0
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
55.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
4.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
4.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
2.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
