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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.
ZNF7 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
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 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.
ZNF7 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.7
Number of samples
486
Samples
Sample
Description
TPM
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
47.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
45.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
45.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
43.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
42.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
36.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
25.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF7 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
57.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 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.
ZNF7 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
20.9
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
52.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
48.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
45.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
31.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
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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
