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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.
ZNF121 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
70.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
55.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
47.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 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.
ZNF121 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
34.1
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
68.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
65.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
63.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
63.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
61.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
60.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
59.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
58.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
57.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
57.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
57.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
54.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
54.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
53.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
53.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
52.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
52.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
52.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
52.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
52.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
52.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
51.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
51.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
50.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
50.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
49.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
49.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
49.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
49.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
49.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
49.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
48.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
48.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
48.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
48.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
47.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
47.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
47.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
47.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
47.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
46.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
46.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
46.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
46.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
45.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
45.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
45.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
45.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
44.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
44.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
43.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
43.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
43.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
42.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
42.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
41.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
41.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
41.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
41.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
40.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
40.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
40.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
40.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
40.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
39.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
39.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
39.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
38.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
38.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
37.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
37.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
36.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
36.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
36.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
35.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
35.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
34.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
34.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
33.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
28.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
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.
ZNF121 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
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 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.
ZNF121 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
33.2
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
64.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
63.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
59.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
56.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
54.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
51.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
51.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
51.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
50.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
49.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
49.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
48.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
47.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
47.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
47.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
46.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
45.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
44.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
43.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
43.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
42.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
41.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
41.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
41.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
40.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
40.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
40.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
39.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
39.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
38.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
38.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
37.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
37.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
35.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
35.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
35.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
34.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
33.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
33.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
33.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
29.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
27.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
