We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
ZNF562 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
24.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
ZNF562 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
29.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
27.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
ZNF562 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF562 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
57.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
Show allShow less
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
