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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.
ZNF277 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
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 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.
ZNF277 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
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
ZNF277 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
4.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
2.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 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.
ZNF277 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
12.4
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.4
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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
