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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.
ZNF746 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
8.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
ZNF746 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
14.6
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
ZNF746 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
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.2
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.
ZNF746 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
