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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.
HLA-F is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
173.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
148.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
147.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
132.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
128.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
126.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
120.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
104.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
99.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
94.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
91.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
83.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
70.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
68.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
67.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
65.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
60.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
56.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
50.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
48.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
44.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
33.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
32.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
1.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
1.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 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.
HLA-F 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
157.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
134.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
116.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
110.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
103.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
91.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
90.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
85.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
85.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
85.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
78.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
70.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
66.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
66.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
61.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
59.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
57.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
57.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
53.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
52.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
45.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
44.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
42.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
41.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
40.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
36.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
36.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
32.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
5.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
4.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
4.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
4.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
4.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
4.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
4.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
3.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
3.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
3.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
3.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
3.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
3.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
3.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
3.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
3.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
3.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
3.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
3.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
3.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
3.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
3.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
2.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
2.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
2.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
2.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
2.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
2.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
2.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
2.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
2.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
2.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
2.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
2.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
2.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
2.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
2.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
2.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
2.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
2.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
2.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
2.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
2.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
2.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
2.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
2.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
2.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
2.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
2.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
2.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
2.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
2.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
2.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
2.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
2.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
2.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
2.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
2.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
2.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
2.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
2.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
2.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
2.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
2.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
2.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
1.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
1.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
1.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
1.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
1.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
1.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
1.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
1.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
1.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
1.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
1.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
1.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
1.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
1.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
1.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
1.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
1.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
1.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
1.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
1.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
1.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
1.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
1.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
1.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
1.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
1.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
1.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
1.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
1.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
1.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
1.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
1.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
1.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
1.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
1.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
1.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
1.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
1.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
1.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
1.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
1.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
1.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
1.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
1.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
1.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
1.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
1.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
1.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
1.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
1.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
1.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
1.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
1.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
1.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
1.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
1.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
1.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
1.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
1.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
1.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
1.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
1.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
1.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
1.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
1.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
1.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
1.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
1.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
1.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
1.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
1.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
1.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
1.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
1.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
1.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
1.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
1.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
1.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
1.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
1.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
1.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
1.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
1.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
1.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
1.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
1.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
1.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
1.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
1.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
1.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
1.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
1.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
1.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
1.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
1.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
1.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
1.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
1.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
1.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
1.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
1.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
1.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
1.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
1.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
1.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
1.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
1.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
1.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
1.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
1.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
1.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
1.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
1.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
1.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
1.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
1.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
0.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
0.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
0.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
0.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
0.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
0.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
0.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
0.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
0.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
0.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
0.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
0.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
0.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
0.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
0.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
0.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
0.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
0.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
0.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
0.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
0.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
0.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
0.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
0.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
0.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
0.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
0.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
0.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
0.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
0.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
0.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
0.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
0.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
0.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
0.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
0.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
0.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
0.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
0.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
0.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
0.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
0.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
0.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
0.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
0.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
0.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
0.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
0.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
0.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
0.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
0.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
0.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
0.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
0.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
0.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
0.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
0.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
0.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
0.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
0.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
0.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
0.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
0.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
0.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
0.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
0.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
0.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
0.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
0.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
0.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
0.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
0.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
0.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
0.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
0.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
0.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
0.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
0.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 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.
HLA-F 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
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
113.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
101.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
94.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
62.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
59.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
43.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
38.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
HLA-F is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
89.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
69.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
64.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
62.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
60.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
55.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
53.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
53.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
50.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
49.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
47.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
45.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
43.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
3.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
3.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
3.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
3.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
2.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
2.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
2.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
2.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
2.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
2.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
2.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
2.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
2.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
2.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
2.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
2.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
2.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
2.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
2.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
2.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
2.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
2.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
2.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
2.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
2.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
2.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
2.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
2.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
2.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
2.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
2.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
2.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
1.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
1.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
1.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
1.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
1.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
1.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
1.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
1.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
1.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
1.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
1.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
1.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
1.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
1.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
1.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
1.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
1.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
1.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
1.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
1.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
1.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
1.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
1.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
1.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
1.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
1.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
1.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
1.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
1.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
1.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
1.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
1.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
1.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
1.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
1.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
1.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
1.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
1.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
1.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
1.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
1.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
1.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
1.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
0.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
0.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
0.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
0.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
0.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
0.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
0.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
0.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
0.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
0.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
0.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
0.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
0.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
0.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
0.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
0.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
0.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
0.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
0.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
0.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
0.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
0.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
0.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
0.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
0.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
0.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
0.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
0.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
0.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
0.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
0.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
1.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.9
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.8
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.9
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.4
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
