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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.
PTPRG 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
6.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
PTPRG 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
61.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
52.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
51.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
47.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
46.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
46.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
46.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
45.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
44.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
42.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
41.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
41.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
38.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
34.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
34.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
31.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
29.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
25.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
23.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PTPRG 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
5.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
9.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PTPRG 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
22.8
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
54.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
40.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
24.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
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
