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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.
CREBRF 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
3.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
3.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
CREBRF 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
13.3
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
10.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
6.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
6.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CREBRF 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
3.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CREBRF 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
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
7.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
