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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.
PDCD7 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
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PDCD7 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
17.5
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
38.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
25.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
PDCD7 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
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDCD7 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
28.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
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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
