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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.
RCOR3 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
RCOR3 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
21.6
Number of samples
486
Samples
Sample
Description
TPM
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
36.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
34.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
28.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RCOR3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RCOR3 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
20.3
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
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Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
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Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
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Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
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Tumor
0.2
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
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Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
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Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
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Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
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Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
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Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
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Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.9
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
