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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.
TLR4 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
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
TLR4 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
58.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
46.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
45.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
44.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
44.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
40.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
8.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
4.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
3.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLR4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
59.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TLR4 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
33.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
7.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
5.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
4.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
4.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
3.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
3.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
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
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
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
