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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF124 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
6.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
76.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
63.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
55.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
44.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
4.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
ZNF124 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
36.0
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
97.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
91.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
86.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
82.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
79.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
78.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
75.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
75.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
73.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
71.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
71.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
69.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
66.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
66.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
66.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
66.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
65.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
65.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
65.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
65.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
64.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
64.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
62.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
62.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
61.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
61.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
61.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
61.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
60.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
60.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
60.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
59.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
59.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
59.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
59.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
58.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
58.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
57.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
57.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
57.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
56.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
56.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
56.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
56.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
56.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
56.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
55.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
55.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
55.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
54.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
54.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
53.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
53.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
53.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
52.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
52.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
52.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
50.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
50.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
50.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
50.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
50.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
50.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
50.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
50.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
50.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
50.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
50.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
50.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
50.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
50.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
49.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
49.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
49.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
49.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
48.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
48.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
48.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
47.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
47.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
47.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
47.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
47.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
47.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
46.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
46.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
46.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
46.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
46.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
46.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
45.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
45.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
45.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
44.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
44.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
44.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
44.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
44.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
43.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
43.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
42.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
42.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
42.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
41.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
41.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
40.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
40.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
40.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
40.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
40.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
40.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
40.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
40.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
39.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
39.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
39.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
39.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
39.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
37.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
37.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
37.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
37.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
37.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
36.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
36.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
36.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
35.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
35.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
34.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
32.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
32.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
32.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
29.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
ZNF124 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
ZNF124 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
33.5
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
244.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
86.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
72.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
62.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
62.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
60.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
60.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
59.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
56.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
56.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
55.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
53.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
52.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
50.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
50.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
49.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
48.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
48.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
48.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
45.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
45.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
43.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
43.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
43.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
42.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
42.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
41.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
41.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
41.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
40.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
39.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
39.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
38.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
37.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
35.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
33.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
33.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
33.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
32.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
32.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
