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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.
ZNF143 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
ZNF143 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF143 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.0
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.
ZNF143 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
16.5
Number of samples
207
Samples
Sample
Description
TPM
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.7
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
