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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.
ZCCHC8 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
5.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
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
3.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
ZCCHC8 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.8
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
ZCCHC8 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZCCHC8 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
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Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
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Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
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Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
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Tumor
0.0
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Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
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Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
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Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
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Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.9
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
