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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.
ZNF195 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
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 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.
ZNF195 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
46.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
34.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF195 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
13.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.5
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.
ZNF195 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
17.0
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
