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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.
PGS1 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
PGS1 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
35.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PGS1 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
7.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.9
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.
PGS1 is potential prognostic, high expression is favorable 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
15.1
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
16ac8458-5200-4302-9ad0-b311df_D2
Normal
4.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
3.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
2.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
2.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
2.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
2.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
2.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
2.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
1.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.8
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.7
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.4
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_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
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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_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
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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
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
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
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
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
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
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
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
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
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
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
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
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_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
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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
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
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
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
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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_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
