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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.
ZNF330 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
19.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 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.
ZNF330 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
8.8
Number of samples
486
Samples
Sample
Description
TPM
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
8.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
7.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
7.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
6.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
6.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
5.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
5.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
5.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
4.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
4.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
3.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
2.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
ZNF330 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF330 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
8.4
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
7.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
6.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
6.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
5.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
5.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
