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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.
PHETA1 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
18.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
54.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
34.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
26.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
25.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
24.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
PHETA1 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
16.3
Number of samples
486
Samples
Sample
Description
TPM
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
40.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
38.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
PHETA1 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
17.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
37.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
34.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
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.
PHETA1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
