We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
PISD 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
6.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
PISD is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
40.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
5.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
4.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PISD 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
6.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.8
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.
PISD is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
5.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.9
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.8
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.7
b2400046-1d25-429d-a821-6040a6
Tumor
-3.1
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
