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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIK3R4 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
PIK3R4 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
22.4
Number of samples
486
Samples
Sample
Description
TPM
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
41.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
26.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
25.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
PIK3R4 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
6.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.7
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.
PIK3R4 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
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
43.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
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
