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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.
RAD17 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
6.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 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.
RAD17 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
10.0
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
6.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
6.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
5.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
5.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
5.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
5.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
4.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
3.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
3.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
3.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
3.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
3.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
3.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
3.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
3.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
3.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
3.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
2.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
2.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
2.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
2.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
2.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
1.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
1.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
1.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
1.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
1.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
1.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
0.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
0.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
0.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
0.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
0.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
0.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
0.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
0.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
0.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
0.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
0.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
0.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
0.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
0.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
0.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
0.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
0.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
0.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
0.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
0.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
0.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
0.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
0.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
0.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
0.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
0.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
0.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
0.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
0.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
0.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
0.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
0.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
0.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
0.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
0.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
0.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
0.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
0.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
0.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
0.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 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.
RAD17 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
6.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 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.
RAD17 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
9.5
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
4.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
3.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
3.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
2.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
2.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
2.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
1.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
1.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
1.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
0.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
0.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
0.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
0.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
0.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
0.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
0.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
0.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
0.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
0.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
0.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
0.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
0.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
0.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
0.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
0.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
0.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
0.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.0
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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
1.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_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
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
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
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
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
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
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
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
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
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
8980bb9d-65c1-41cb-9f90-dddd5f_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
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
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
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_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
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
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
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_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
