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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.
HPDL 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
12.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
45.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
45.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
41.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
30.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
30.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
29.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
26.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
24.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 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.
HPDL 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
9.1
Number of samples
486
Samples
Sample
Description
TPM
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
6.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
6.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
5.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
5.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
5.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
5.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
5.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
5.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
5.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
5.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
5.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
5.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
5.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
4.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
4.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
4.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
4.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
4.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
4.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
4.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
4.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
4.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
4.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
4.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
4.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
3.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
3.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
3.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
3.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
3.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
3.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
3.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
3.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
3.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
3.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
3.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
3.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
3.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
3.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
3.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
3.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
3.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
3.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
3.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
3.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
3.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
3.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
3.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
3.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
3.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
3.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
3.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
3.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
2.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
2.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
2.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
2.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
2.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
2.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
2.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
2.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
2.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
2.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
2.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
2.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
2.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
2.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
2.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
2.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
2.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
2.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
2.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
2.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
1.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
1.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
1.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
1.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
1.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
1.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
1.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
1.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
1.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
1.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
1.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
1.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
1.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
1.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
1.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
1.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
1.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
1.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
1.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
1.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
0.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
0.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
0.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
0.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
0.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HPDL 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
47.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
27.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
27.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 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.
HPDL 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
9.6
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
7.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
6.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
5.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
5.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
5.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
5.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
5.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
4.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
4.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
4.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
3.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
3.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
3.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
3.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
3.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
3.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
3.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
2.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
2.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
2.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
2.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
2.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
2.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
1.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
1.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
1.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
1.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
1.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
1.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
1.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
1.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
1.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
1.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
1.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
2.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
1.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.8
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.7
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.9
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-1.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-1.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.6
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
