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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.
PNO1 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
19.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
49.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
35.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
33.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
30.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
29.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
22.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
22.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.5
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.
PNO1 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
20.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
12.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
11.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
9.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
PNO1 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
21.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
56.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
41.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
33.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PNO1 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
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
8.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.9
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.8
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
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Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.9
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.1
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.
The Human Protein Atlas project is funded
