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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.
RHBDD1 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
9.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 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.
RHBDD1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.3
Number of samples
486
Samples
Sample
Description
TPM
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
39.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
36.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
31.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
30.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
30.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
28.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
28.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHBDD1 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RHBDD1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.5
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
33.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
29.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
26.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
2.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
2.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.5
41a04113-2061-4923-bca5-da586c_D2
Normal
1.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
1.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.9
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.8
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.9
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-2.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-2.3
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
