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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.
ZNF785 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 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.
ZNF785 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
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
9.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
5.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
3.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
ZNF785 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
1.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
ZNF785 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
15.2
Number of samples
207
Samples
Sample
Description
TPM
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
35.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
32.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
6.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.0
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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.
The Human Protein Atlas project is funded
