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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.
ZNF440 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
6.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 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.
ZNF440 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
17.2
Number of samples
486
Samples
Sample
Description
TPM
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
45.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
39.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
32.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF440 is potential prognostic, high expression is favorable 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
6.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
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.
ZNF440 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
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
37.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
22.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
