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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.
ZNF587B 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
3.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
2.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
2.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
2.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
2.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
1.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
1.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
1.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 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.
ZNF587B 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
13.2
Number of samples
486
Samples
Sample
Description
TPM
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
52.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
ZNF587B 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
2.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
2.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZNF587B 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
6.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
