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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.
BNIP2 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
10.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
BNIP2 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
18.4
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
58.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
45.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
44.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
36.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
BNIP2 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
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
21.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BNIP2 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
17.8
Number of samples
207
Samples
Sample
Description
TPM
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
25.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
22.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
