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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.
P2RX4 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
21.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
94.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
65.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
55.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
54.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
51.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
48.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
43.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
41.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
39.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
38.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
38.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
35.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
30.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
29.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
27.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
26.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
22.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
21.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 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.
P2RX4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.9
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
52.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
42.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
39.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
P2RX4 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
19.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
46.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
44.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
43.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
37.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
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.
P2RX4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
32.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.8
82157a70-12f1-4913-b548-d98881_D2
Normal
0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.6
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
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Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
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Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
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Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
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Tumor
-0.2
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Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.4
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
