We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
RFC5 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
13.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
81.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
58.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
44.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
RFC5 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
486
Samples
Sample
Description
TPM
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
43.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFC5 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
RFC5 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
17.9
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
28.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-1.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-2.9
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
