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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.
HEATR5A 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
7.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
66.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
HEATR5A 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
15.9
Number of samples
486
Samples
Sample
Description
TPM
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
66.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
22.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
HEATR5A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
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.
HEATR5A 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
14.3
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.8
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.8
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
