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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.
PPARA 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
PPARA 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
21.9
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
44.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
44.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
41.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
41.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
39.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
38.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
34.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
34.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
34.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
33.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
30.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
PPARA 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
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPARA 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
19.4
Number of samples
207
Samples
Sample
Description
TPM
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
30.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
27.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
