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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.
H2AC15 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
1.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
88.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
80.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
78.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
57.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
0.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 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.
H2AC15 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
27.4
Number of samples
486
Samples
Sample
Description
TPM
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
127.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
123.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
115.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
113.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
112.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
109.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
101.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
88.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
84.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
79.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
79.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
77.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
75.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
75.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
73.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
69.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
68.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
67.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
67.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
67.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
66.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
66.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
65.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
64.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
64.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
63.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
63.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
60.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
59.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
59.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
58.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
57.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
56.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
55.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
54.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
53.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
53.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
53.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
53.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
52.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
50.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
50.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
50.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
50.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
47.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
47.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
46.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
46.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
45.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
45.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
44.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
44.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
44.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
43.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
41.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
41.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
40.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
40.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
40.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
39.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
38.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
38.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
38.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
36.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
36.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
32.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
29.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
4.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
3.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
2.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
1.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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
0.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 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.
H2AC15 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
18.9
Number of samples
207
Samples
Sample
Description
TPM
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
60.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
57.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
52.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
52.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
51.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
50.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
44.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
43.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
33.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
30.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
1.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
1.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
0.0
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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
