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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.
BLTP3B 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
4.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 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.
BLTP3B 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
42.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
36.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
35.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
25.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
24.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
22.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
5.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
BLTP3B 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
4.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
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.
BLTP3B 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
40.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
26.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
