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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.
ZNF317 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
14.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
27.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 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.
ZNF317 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
16.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ZNF317 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
32.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
28.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 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.
ZNF317 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
26.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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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
