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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.
ANKRD46 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
10.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
23.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 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.
ANKRD46 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
16.5
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANKRD46 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
11.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
50.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
18.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.7
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.
ANKRD46 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
15.9
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
46.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
31.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.5
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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
