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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.
ATP11C 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
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
ATP11C 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
8.7
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
7.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
7.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
6.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
6.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
6.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
6.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
5.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
5.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
5.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
5.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
5.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
4.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
4.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
4.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
4.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.8
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.
ATP11C 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
ATP11C 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
8.8
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
6.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
5.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
5.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
4.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
3.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.8
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.9
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
