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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFC2 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
26.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
64.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
51.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
49.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
48.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
48.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
44.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
42.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
39.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
39.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
37.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
37.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
36.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
34.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
33.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
33.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
32.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
32.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
31.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
30.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
30.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
29.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
29.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
28.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
27.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
25.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
23.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
22.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
RFC2 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
RFC2 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
25.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
42.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
40.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
38.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
38.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
38.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
35.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
35.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
32.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
RFC2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.7
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
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Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
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Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
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Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
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Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
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Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
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Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
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Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.8
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
