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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.
OSTM1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
OSTM1 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
24.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
12.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
7.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
5.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
OSTM1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
6.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
OSTM1 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
12.9
Number of samples
207
Samples
Sample
Description
TPM
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
20.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
6.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.4
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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
