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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.
RFC1 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
11.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
RFC1 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
23.0
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
46.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
41.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFC1 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
11.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
RFC1 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
20.6
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_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
