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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.
PREX1 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
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
42.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
PREX1 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
14.2
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
49.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
42.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
37.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
24.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
6.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
2.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PREX1 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
4.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
PREX1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
5.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
3.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.9
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_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
