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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.
H4C16 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
171.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
110.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
107.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
102.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
79.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
50.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
1.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
0.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
H4C16 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
49.9
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
145.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
133.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
131.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
126.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
116.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
115.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
114.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
113.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
111.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
111.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
109.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
106.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
105.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
105.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
104.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
104.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
101.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
100.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
99.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
99.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
97.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
97.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
95.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
94.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
94.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
94.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
94.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
94.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
92.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
91.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
90.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
90.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
90.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
90.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
89.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
89.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
89.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
89.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
88.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
88.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
87.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
87.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
86.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
86.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
85.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
85.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
85.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
85.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
85.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
84.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
83.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
83.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
82.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
82.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
82.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
82.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
81.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
81.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
81.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
81.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
80.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
80.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
80.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
79.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
79.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
79.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
79.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
79.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
79.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
77.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
77.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
77.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
76.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
76.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
76.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
75.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
74.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
74.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
74.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
73.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
72.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
72.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
72.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
72.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
72.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
72.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
72.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
72.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
71.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
70.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
70.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
70.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
70.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
70.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
70.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
70.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
70.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
70.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
69.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
69.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
69.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
69.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
68.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
68.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
68.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
68.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
68.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
68.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
68.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
67.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
67.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
67.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
67.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
66.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
66.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
65.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
65.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
65.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
65.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
64.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
64.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
63.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
63.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
63.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
63.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
63.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
63.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
63.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
63.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
63.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
61.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
61.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
61.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
61.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
61.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
61.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
61.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
60.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
60.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
60.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
60.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
60.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
60.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
59.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
59.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
59.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
59.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
59.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
59.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
59.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
58.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
58.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
58.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
58.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
57.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
57.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
57.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
57.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
57.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
56.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
56.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
56.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
56.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
55.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
55.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
55.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
55.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
55.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
55.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
55.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
54.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
54.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
54.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
54.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
54.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
54.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
54.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
54.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
54.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
53.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
53.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
53.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
53.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
53.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
53.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
53.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
53.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
52.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
52.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
52.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
52.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
51.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
51.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
51.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
51.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
51.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
51.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
51.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
51.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
50.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
50.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
50.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
50.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
49.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
49.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
49.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
49.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
49.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
49.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
49.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
49.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
49.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
49.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
49.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
49.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
49.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
49.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
49.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
48.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
48.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
48.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
47.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
47.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
47.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
47.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
47.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
47.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
47.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
46.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
46.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
45.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
45.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
45.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
45.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
45.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
45.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
44.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
44.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
44.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
44.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
44.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
44.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
44.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
44.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
43.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
43.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
43.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
43.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
42.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
41.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
41.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
41.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
41.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
39.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
39.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
39.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
39.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
39.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
38.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
37.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
37.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
37.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
36.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
36.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
32.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
29.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.
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
0.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 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.
H4C16 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
49.3
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
174.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
140.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
136.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
135.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
128.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
109.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
107.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
105.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
103.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
98.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
98.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
94.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
92.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
92.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
91.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
91.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
89.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
84.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
83.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
83.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
82.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
81.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
80.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
80.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
78.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
78.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
77.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
77.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
77.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
76.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
76.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
75.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
75.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
74.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
73.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
72.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
71.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
66.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
66.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
66.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
65.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
65.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
64.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
64.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
64.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
63.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
63.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
63.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
62.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
62.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
62.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
62.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
62.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
61.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
61.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
61.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
60.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
60.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
60.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
59.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
58.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
58.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
57.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
57.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
57.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
56.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
56.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
56.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
56.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
56.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
55.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
55.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
55.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
55.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
55.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
55.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
55.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
54.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
54.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
54.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
54.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
52.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
52.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
51.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
50.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
50.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
49.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
49.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
49.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
49.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
48.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
48.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
47.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
47.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
47.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
47.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
46.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
46.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
46.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
45.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
45.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
45.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
45.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
43.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
43.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
42.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
41.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
41.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
40.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
39.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
38.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
37.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
37.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
34.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
33.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
30.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
28.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
