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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.
PHF8 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 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.
PHF8 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
23.3
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
59.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
53.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
52.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
51.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
45.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
38.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
38.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
37.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
37.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
37.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
36.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
35.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
32.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
28.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
28.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
26.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
PHF8 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
12.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
38.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.1
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.
PHF8 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
23.7
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
49.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
42.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
38.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
37.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
36.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
35.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.8
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.0
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
