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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.
RHBDF1 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
20.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
61.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
59.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
51.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
50.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
49.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
49.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
46.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
46.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
43.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
41.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
40.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
39.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
38.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
35.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
34.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
33.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
27.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.1
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.
RHBDF1 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
20.6
Number of samples
486
Samples
Sample
Description
TPM
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
62.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
59.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
54.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
50.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
48.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
41.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.9
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.
RHBDF1 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
21.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
72.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
37.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.0
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.
RHBDF1 is potential prognostic, high expression is favorable 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
22.3
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
37.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
35.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
28.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
