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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.
TMLHE 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
TMLHE 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
15.8
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
44.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
43.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
5.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
2.9
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.
TMLHE 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
11.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMLHE 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
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
1.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.9
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.9
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.9
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
b2400046-1d25-429d-a821-6040a6
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-1.5
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
