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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.
LCOR is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
LCOR 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
31.9
Number of samples
486
Samples
Sample
Description
TPM
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
58.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
56.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
55.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
53.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
53.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
53.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
53.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
52.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
52.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
51.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
50.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
49.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
49.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
49.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
48.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
48.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
48.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
48.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
46.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
46.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
46.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
46.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
45.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
45.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
44.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
44.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
43.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
43.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
42.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
41.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
41.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
41.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
39.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
37.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
35.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
35.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
31.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
27.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
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.
LCOR 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
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.
LCOR 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
28.6
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
58.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
53.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
53.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
52.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
51.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
44.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
44.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
44.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
42.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
38.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
32.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
30.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
30.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
25.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
1.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.9
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.9
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.9
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-4.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
