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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.
ZNF219 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
16.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
59.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
55.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
40.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
36.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
34.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
27.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
21.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
20.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
19.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
17.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
ZNF219 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
26.0
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
104.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
99.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
76.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
72.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
70.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
63.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
58.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
55.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
55.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
52.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
51.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
48.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
47.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
45.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
44.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
44.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
44.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
43.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
43.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
43.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
42.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
41.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
41.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
38.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
38.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
37.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
36.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
35.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
33.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
32.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
31.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
29.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
28.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF219 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
13.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF219 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
28.5
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
62.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
54.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
53.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
53.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
50.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
49.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
48.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
46.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
46.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
43.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
43.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
42.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
41.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
41.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
41.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
40.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
40.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
39.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
39.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
38.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
37.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
37.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
35.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
34.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
34.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
32.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
32.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
31.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
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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
