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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.
ANKRD52 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
10.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
ANKRD52 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
26.1
Number of samples
486
Samples
Sample
Description
TPM
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
58.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
52.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
51.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
46.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
44.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
43.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
42.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
42.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
41.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
38.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
38.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
32.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
32.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
31.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
29.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANKRD52 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
9.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ANKRD52 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
24.4
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
49.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
46.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
33.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
33.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
33.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
31.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
30.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.4
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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.