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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.
OSBPL3 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
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
OSBPL3 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
75.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
64.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
60.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
56.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
47.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
44.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
44.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
42.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
33.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
OSBPL3 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
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.
OSBPL3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
47.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
43.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.9
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-1.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-1.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-1.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-1.2
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
