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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.
HEATR3 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
8.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 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.
HEATR3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.3
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
10.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
6.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HEATR3 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HEATR3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.4
Number of samples
207
Samples
Sample
Description
TPM
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
7.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
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
