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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.
PHF12 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
11.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
18.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.0
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-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
PHF12 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
24.1
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
74.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
43.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
41.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
41.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
39.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
35.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
35.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
32.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.3
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.
PHF12 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PHF12 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
23.1
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
54.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
50.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
37.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
30.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
