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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.
XYLB 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
5.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
1.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
XYLB 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
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
7.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
6.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
6.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
XYLB is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
XYLB 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
36.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
6.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
4.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
