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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.
EYA3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 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.
EYA3 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
17.7
Number of samples
486
Samples
Sample
Description
TPM
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EYA3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.3
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.
EYA3 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
50.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.1
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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
