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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.
ATXN7L1 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
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 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.
ATXN7L1 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
7.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
6.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ATXN7L1 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ATXN7L1 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
