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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.
NXPE1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
65.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
64.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
64.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
51.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
50.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
50.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
47.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
45.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
37.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
34.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
34.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 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.
NXPE1 is potential prognostic, high expression is favorable 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
45.6
Number of samples
486
Samples
Sample
Description
TPM
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
365.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
340.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
336.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
304.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
270.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
218.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
211.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
207.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
204.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
203.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
179.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
176.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
174.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
163.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
154.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
152.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
150.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
148.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
146.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
141.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
140.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
138.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
136.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
135.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
135.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
135.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
131.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
130.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
130.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
129.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
127.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
126.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
126.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
124.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
121.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
119.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
116.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
115.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
115.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
114.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
114.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
113.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
111.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
111.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
107.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
107.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
106.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
106.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
105.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
100.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
99.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
99.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
99.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
97.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
96.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
95.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
94.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
94.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
94.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
93.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
93.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
91.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
90.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
90.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
90.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
89.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
88.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
87.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
86.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
86.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
86.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
83.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
82.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
82.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
81.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
80.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
80.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
80.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
79.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
79.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
79.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
78.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
78.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
78.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
77.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
77.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
77.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
77.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
76.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
76.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
75.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
75.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
75.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
75.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
74.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
74.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
74.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
73.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
72.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
72.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
70.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
68.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
67.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
67.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
66.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
66.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
65.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
65.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
65.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
65.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
65.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
64.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
64.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
64.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
64.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
63.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
63.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
63.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
62.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
61.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
61.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
60.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
60.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
59.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
59.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
59.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
59.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
59.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
59.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
58.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
58.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
58.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
57.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
57.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
57.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
57.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
56.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
55.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
55.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
54.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
54.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
54.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
53.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
53.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
53.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
53.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
52.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
51.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
51.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
51.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
51.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
50.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
50.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
50.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
50.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
50.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
50.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
50.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
49.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
49.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
49.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
49.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
48.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
48.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
48.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
48.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
46.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
46.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
46.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
45.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
45.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
44.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
44.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
44.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
43.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
41.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
41.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
41.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
41.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
40.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
40.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
39.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
39.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
39.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
39.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
39.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
37.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
37.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
36.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
33.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
31.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
6.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
4.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
4.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
3.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
3.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
3.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
2.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
2.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
2.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
2.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
1.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
1.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
1.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
1.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
1.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
1.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
1.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
1.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
1.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
1.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
1.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
0.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
0.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
0.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
0.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
0.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
0.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
0.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
0.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 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.
NXPE1 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
73.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
47.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
35.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
0.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
NXPE1 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
62.5
Number of samples
207
Samples
Sample
Description
TPM
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
333.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
274.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
263.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
253.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
250.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
247.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
215.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
213.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
212.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
208.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
193.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
191.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
189.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
182.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
180.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
180.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
173.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
168.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
168.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
159.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
154.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
152.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
150.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
146.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
141.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
137.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
136.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
134.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
132.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
127.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
116.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
114.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
113.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
113.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
109.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
107.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
105.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
103.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
101.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
101.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
99.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
98.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
97.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
97.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
95.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
95.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
91.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
89.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
86.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
85.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
84.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
82.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
81.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
81.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
79.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
79.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
78.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
77.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
76.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
75.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
74.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
73.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
72.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
72.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
69.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
68.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
65.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
65.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
65.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
64.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
63.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
63.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
63.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
63.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
60.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
59.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
59.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
59.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
57.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
57.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
57.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
56.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
55.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
55.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
54.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
53.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
53.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
52.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
52.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
51.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
51.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
50.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
50.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
49.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
49.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
48.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
48.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
48.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
47.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
45.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
44.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
43.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
42.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
41.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
35.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
4.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
3.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
3.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
2.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
2.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
2.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
2.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
1.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
1.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
