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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.
ZC3H7A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
ZC3H7A 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
25.4
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
47.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
28.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
27.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
ZC3H7A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
16.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
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.
ZC3H7A 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
25.4
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
27.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
27.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
25.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
24.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
23.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
