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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.
CRLF3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
CRLF3 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
10.1
Number of samples
486
Samples
Sample
Description
TPM
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
8.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
6.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
CRLF3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.4
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.
CRLF3 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
10.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
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Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
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Normal
0.4
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Normal
0.4
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Tumor
0.4
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Normal
0.4
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Tumor
0.4
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Tumor
0.4
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Normal
0.4
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Tumor
0.3
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Tumor
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
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Tumor
0.3
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Normal
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
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Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
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Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
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Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Normal
-0.3
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Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
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Tumor
-0.4
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Normal
-0.5
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Tumor
-0.5
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Tumor
-0.6
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Normal
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
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Normal
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
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
