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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.
TLR3 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
2.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
TLR3 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
58.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
39.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
26.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
7.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
6.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
6.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
5.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
4.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
4.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
4.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
4.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
4.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
4.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
3.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
3.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
3.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
2.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
2.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
2.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
2.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
2.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
2.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
2.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
2.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
2.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
1.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
1.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
1.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
1.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLR3 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
2.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLR3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.4
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
7.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
6.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
4.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
4.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
3.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
3.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
3.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
3.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
2.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
2.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
2.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
2.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
1.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
1.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
1.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
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
