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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.
APOL3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
33.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
APOL3 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
12.4
Number of samples
486
Samples
Sample
Description
TPM
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
67.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
51.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
50.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
47.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
46.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
44.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
28.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
8.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
7.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
7.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
6.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
6.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
6.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
6.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
6.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
5.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
5.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
5.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
5.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
5.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
5.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
5.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
5.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
5.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
4.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
4.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
4.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
4.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
4.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
4.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
4.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
4.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
3.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
3.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
3.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
3.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
3.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
3.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
2.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
2.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
2.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
2.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
2.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
1.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
1.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
APOL3 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
APOL3 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
6.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
5.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
3.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
3.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
3.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
3.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
3.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
2.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
2.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
2.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
1.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
1.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.9
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.9
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.9
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
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Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.9
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.6
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
