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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.
ZNF580 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
16.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
42.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
34.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
ZNF580 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
65.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
53.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
53.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
42.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
41.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
36.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
36.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
32.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
32.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
28.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.6
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.
ZNF580 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
31.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
ZNF580 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
22.9
Number of samples
207
Samples
Sample
Description
TPM
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
43.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
36.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 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
