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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.
ZNF514 is potential prognostic, high expression is unfavorable 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
7.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
ZNF514 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
11.7
Number of samples
486
Samples
Sample
Description
TPM
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
6.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
6.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
5.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
5.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
5.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.4
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.
ZNF514 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
7.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 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.
ZNF514 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
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
