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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.
PSPH 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
19.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
56.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
54.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
50.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
49.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
44.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
41.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
40.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
40.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
38.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
37.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
36.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
34.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
33.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
33.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
32.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
31.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
29.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
PSPH is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
7.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
7.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
6.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
6.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
6.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
6.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
5.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
5.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
5.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
4.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
4.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
4.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
4.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
4.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
3.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
3.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PSPH is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
41.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
40.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
34.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
31.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
27.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
20.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
PSPH 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
10.2
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
6.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
6.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
6.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
5.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
4.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
4.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
4.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
4.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
3.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
1.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
b2400046-1d25-429d-a821-6040a6
Tumor
0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_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.